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20202022
most citedDistillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data

351 citations · 395 across the 10 of their papers we have counts for

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Showing 2021 · cs.LGShow all

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cs.LG2021

Communication-oriented Model Fine-tuning for Packet-loss Resilient Distributed Inference under Highly Lossy IoT Networks

Sohei Itahara, Takayuki Nishio, Yusuke Koda +1

The distributed inference (DI) framework has gained traction as a technique for real-time applications empowered by cutting-edge deep machine learning (ML) on resource-constrained…

cs.LG2021★ 2 cited

Frame-Capture-Based CSI Recomposition Pertaining to Firmware-Agnostic WiFi Sensing

Ryosuke Hanahara, Sohei Itahara, Kota Yamashita +4

With regard to the implementation of WiFi sensing agnostic according to the availability of channel state information (CSI), we investigate the possibility of estimating a CSI matr…